Zobrazeno 1 - 10
of 681
pro vyhledávání: '"P. Ruckdeschel"'
Few-shot learning and parameter-efficient fine-tuning (PEFT) are crucial to overcome the challenges of data scarcity and ever growing language model sizes. This applies in particular to specialized scientific domains, where researchers might lack exp
Externí odkaz:
http://arxiv.org/abs/2412.04975
With the growing number of forecasting techniques and the increasing significance of forecast-based operation - particularly in the rapidly evolving energy sector - selecting the most effective forecasting model has become a critical task. Given the
Externí odkaz:
http://arxiv.org/abs/2410.17800
Autor:
Rieger, Jonas, Yanchenko, Kostiantyn, Ruckdeschel, Mattes, von Nordheim, Gerret, Königslöw, Katharina Kleinen-von, Wiedemann, Gregor
Pre-trained language models (PLM) based on transformer neural networks developed in the field of natural language processing (NLP) offer great opportunities to improve automatic content analysis in communication science, especially for the coding of
Externí odkaz:
http://arxiv.org/abs/2312.16975
Autor:
Jonas Rieger, Kostiantyn Yanchenko, Mattes Ruckdeschel, Gerret von Nordheim, Katharina Kleinen-von Königslöw, Gregor Wiedemann
Publikováno v:
Studies in Communication, Media, Vol 13, Iss 1, Pp 72-100 (2024)
Pre-trained language models (PLM) based on transformer neural networks developed in the field of natural language processing (NLP) offer great opportunities to improve automatic content analysis in communication science, especially for the coding of
Externí odkaz:
https://doaj.org/article/0185ad31bae54a79ad404ce3bfcae07d
Autor:
Laura Berneking, Indra Bekere, Sören Rob, Marie Schnapp, Jiabin Huang, Klaus Ruckdeschel, Martin Aepfelbacher
Publikováno v:
European Journal of Cell Biology, Vol 102, Iss 4, Pp 151364- (2023)
The multifunctional Yersinia effector YopM inhibits effector triggered immunity and increases production of the anti-inflammatory cytokine Interleukin-10 (IL-10) to suppress the host immune response. Previously it was shown that YopM induces IL-10 ge
Externí odkaz:
https://doaj.org/article/0c05aa3443a64459b5c4017c16da3082
We consider balanced one-, two- and three-way ANOVA models to test the hypothesis that the fixed factor A has no effect. The other factors are fixed or random. We determine the noncentrality parameter for the exact F-test, describe its minimal value
Externí odkaz:
http://arxiv.org/abs/1910.02722
Autor:
Werner, Tino, Ruckdeschel, Peter
Sparse model selection by structural risk minimization leads to a set of a few predictors, ideally a subset of the true predictors. This selection clearly depends on the underlying loss function $\tilde L$. For linear regression with square loss, the
Externí odkaz:
http://arxiv.org/abs/1909.10960
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Motivated by the modeling of liquidity risk in fund management in a dynamic setting, we propose and investigate a class of time series models with generalized Pareto marginals: the autoregressive generalized Pareto process (ARGP), a modified ARGP (MA
Externí odkaz:
http://arxiv.org/abs/1702.06993
Akademický článek
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